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Towards Cognitive Assistance and Teaming in Aviation by Inferring Pilot’s Mental State

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Intelligent Human Systems Integration 2020 (IHSI 2020)

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 1131))

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Abstract

Most assistance systems do not consider the cognitive state of the operator for providing support. However, especially in critical situations, it is highly relevant to know whether information has been processed correctly or been missed. We propose cognitive assistance and give an example of how formalized understanding and anticipation of pilot behavior in response to flight deck alerts can be implemented. The proposed cognitive assistance creates an understanding of the global context of the operation, comprising pilot state (cognitive, emotional), the environment (e.g. weather, traffic, obstacles), the operational context (e.g. Air Traffic Control instructions, system status), and the current task context. The concept of understanding others also provides the foundation for mutual understanding in future human-machine teaming, although additional aspects must be considered by such systems.

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Notes

  1. 1.

    In this paper, we use the example of a pilot assistance system, but the concept applies to assistance and collaboration systems in other domains.

References

  1. Air Accident Investigation & Aviation Safety Board (AAIASB): Aircraft accident report: helios airways flight HCY522, Boeing 737-31S, at Grammatiko, Hellas, on August 14 2005, accident investigation report 11/2006, Ministry of Transport and Communications, Hellenic Republic, Athens (2006)

    Google Scholar 

  2. Anderson, J.R., Bothell, D., Byrne, M.D., Douglass, S., Lebiere, C., Qin, Y.: An integrated theory of the mind. Psychol. Rev. 111(4), 1036–1060 (2004)

    Article  Google Scholar 

  3. Berberian, B.: Man-machine teaming: a problem of agency. IFAC-PapersOnLine 51(34), 118–123 (2019)

    Article  Google Scholar 

  4. Dehais, F., Roy, R.N., Scannella, S.: Inattentional deafness to auditory alarms: inter-individual differences, electrophysiological signature and single trial classification. Behav. Brain Res. 360, 51–59 (2019)

    Article  Google Scholar 

  5. Dekker, S.W.A., Woods, D.D.: MABA-MABA or abracadabra? Progress on human–automation coordination. Cogn. Technol. Work 4(4), 240–244 (2002)

    Article  Google Scholar 

  6. Endsley, M.R.: Toward a theory of situation awareness in dynamic systems. Hum. Factors 37(1), 32–64 (1995)

    Article  Google Scholar 

  7. Klaproth, O., Halbrügge, M., Russwinkel, N.: ACT-R model for cognitive assistance in handling flight deck alerts. In Proceedings of the 17th International Conference on Cognitive Modeling, Montreal (2019)

    Google Scholar 

  8. Lindner, S., Russwinkel, N.: Modeling of proximity-based expectations. In: Reitter, D., Ritter, F.E., (eds.) Proceedings of the 14th International Conference on Cognitive Modeling (2016)

    Google Scholar 

  9. Newen, A.: Understanding Others: The Person Model Theory (2014)

    Google Scholar 

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Correspondence to Nele Russwinkel .

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Russwinkel, N., Vernaleken, C., Klaproth, O.W. (2020). Towards Cognitive Assistance and Teaming in Aviation by Inferring Pilot’s Mental State. In: Ahram, T., Karwowski, W., Vergnano, A., Leali, F., Taiar, R. (eds) Intelligent Human Systems Integration 2020. IHSI 2020. Advances in Intelligent Systems and Computing, vol 1131. Springer, Cham. https://doi.org/10.1007/978-3-030-39512-4_155

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